In further detail, we displayed the expression of IL18R1, NMUR1, and RELA in these cell populations in bubble plots (Fig 10C) and feature plots (Fig 10D) to further reveal the role of these biomarkers in the progression of PD. Here, NMUR1 is linked to Parkinson disease.